From 791b13570e771592335f2e55e0fb00f50e57833e Mon Sep 17 00:00:00 2001
From: A <63221909+hashnadz@users.noreply.github.com>
Date: Mon, 24 Nov 2025 11:29:06 -0500
Subject: [PATCH] Update README.md
Update language, added sign up link, fixed alignment in header
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Make AI work for Everyone.
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-# Arthur Engine Examples + Demos
+# Arthur Evals Engine Examples + Demos
-This repository is a collection of examples + demos that showcase what you do and build using the [Arthur Engine](https://github.com/arthur-ai/arthur-engine).
+This repository contains a curated collection of examples and demos that show how to build, evaluate, and secure AI applications using the Arthur Evals Engine. Each example highlights a practical workflow that you can use as a starting point for your own projects. [Arthur Engine](https://github.com/arthur-ai/arthur-engine).
## Quick link to examples
-- Use Open WebUI + Arthur Engine to detect and prevent Prompt Injection attacks and PII leakage ([link](examples/open-webui-prompt-validation/README.md))
-- Use the Arthur Engine to protect against security threats with multi-agent systems (demo using [AutoGen multi-agent framework](https://github.com/microsoft/autogen)) ([link](https://github.com/arthur-ai/arthur-autogen-agentic-demo))
-- Use the Arthur Engine to monitor chats with MCP Servers ([link](examples/mcp-monitoring/README.md))
-- Use the Arthur Engine + Arthur Platform to continuously evaluate agentic applications during development and into production ([link](https://youtu.be/Zwj1tOgUcdU))
+- **Detect and prevent prompt injection attacks and PII leakage** using Open WebUI with the Arthur Evals Engine *([link](examples/open-webui-prompt-validation/README.md))*
+- **Protect multi-agent systems from security risks** using the Arthur Evals Engine with the AutoGen multi-agent framework *([link](https://github.com/arthur-ai/arthur-autogen-agentic-demo))* *([AutoGen multi-agent framework](https://github.com/microsoft/autogen))*
+- **Monitor chats across MCP Servers** using real time evaluation and rule enforcement *([link](examples/mcp-monitoring/README.md))*
+- **Continuously evaluate agentic applications** from development through production using the Arthur Evals Engine with the Arthur Platform *([link](https://youtu.be/Zwj1tOgUcdU))* ([Create a free account](https://platform.arthur.ai/)]
-## Contributing Example
+## Want to contribute?
-We love to see cool examples + use-cases that the community contributes.
+We welcome examples and use cases from the community. If you would like to contribute:
-If you are interested in adding an example, please open a PR or start a discussion in our discord.
+- Open a pull request with your example, or
+- Start a discussion in our Discord to share ideas or get feedback.
+
+Your contributions help expand what builders can learn, create, and ship with the Arthur Evals Engine.